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Nomogram for predicting pathologic complete response after transarterial chemoembolization in patients with hepatocellular carcinoma
BACKGROUND: The pathologic responses to transarterial chemoembolization (TACE) in patients with hepatocellular carcinoma (HCC) are heterogeneous and result in disparate outcomes. The study aimed to establish and validate an effective nomogram for predicting pathologic complete response (PCR) after T...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8350698/ https://www.ncbi.nlm.nih.gov/pubmed/34430571 http://dx.doi.org/10.21037/atm-21-1120 |
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author | Lin, Jian Li, Xiaowei Shi, Xiaodong Zhang, Lei Liu, Hongzhi Liu, Jingfeng Wang, Kui Shen, Feng |
author_facet | Lin, Jian Li, Xiaowei Shi, Xiaodong Zhang, Lei Liu, Hongzhi Liu, Jingfeng Wang, Kui Shen, Feng |
author_sort | Lin, Jian |
collection | PubMed |
description | BACKGROUND: The pathologic responses to transarterial chemoembolization (TACE) in patients with hepatocellular carcinoma (HCC) are heterogeneous and result in disparate outcomes. The study aimed to establish and validate an effective nomogram for predicting pathologic complete response (PCR) after TACE. METHODS: We analyzed the clinicopathologic characteristics of HCC patients undergoing hepatectomy following TACE. Variables with statistical significance in a multivariate logistic regression analysis were incorporated in the nomogram. RESULTS: We detected PCR in 64 (50.4%) patients in the training cohort and 18 (37.5%) patients in the validation cohort. Univariable and multivariable logistic regression revealed that hepatitis B virus (HBV) DNA load (P=0.031), α-fetoprotein (AFP, P=0.040), maximum tumor diameter (P=0.003), preoperative TACE session (P=0.026), and modified Response Evaluation Criteria in Solid Tumors (mRECIST) complete response (P=0.030) were identified as significant predictors of PCR. Incorporating these 5 factors, a nomogram was developed which attained concordance indexes of 0.80 [95% confidence interval (CI): 0.72–0.87] and 0.82 (95% CI: 0.68–0.95) for predicting PCR in the training and validation cohorts, respectively. CONCLUSIONS: The easy-to-use nomogram achieved a good post-TACE prediction of PCR in HCC patients. Using the model, patients who would benefit most from TACE could be identified, and the subsequent appropriate procedures could be guided accordingly. |
format | Online Article Text |
id | pubmed-8350698 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-83506982021-08-23 Nomogram for predicting pathologic complete response after transarterial chemoembolization in patients with hepatocellular carcinoma Lin, Jian Li, Xiaowei Shi, Xiaodong Zhang, Lei Liu, Hongzhi Liu, Jingfeng Wang, Kui Shen, Feng Ann Transl Med Original Article BACKGROUND: The pathologic responses to transarterial chemoembolization (TACE) in patients with hepatocellular carcinoma (HCC) are heterogeneous and result in disparate outcomes. The study aimed to establish and validate an effective nomogram for predicting pathologic complete response (PCR) after TACE. METHODS: We analyzed the clinicopathologic characteristics of HCC patients undergoing hepatectomy following TACE. Variables with statistical significance in a multivariate logistic regression analysis were incorporated in the nomogram. RESULTS: We detected PCR in 64 (50.4%) patients in the training cohort and 18 (37.5%) patients in the validation cohort. Univariable and multivariable logistic regression revealed that hepatitis B virus (HBV) DNA load (P=0.031), α-fetoprotein (AFP, P=0.040), maximum tumor diameter (P=0.003), preoperative TACE session (P=0.026), and modified Response Evaluation Criteria in Solid Tumors (mRECIST) complete response (P=0.030) were identified as significant predictors of PCR. Incorporating these 5 factors, a nomogram was developed which attained concordance indexes of 0.80 [95% confidence interval (CI): 0.72–0.87] and 0.82 (95% CI: 0.68–0.95) for predicting PCR in the training and validation cohorts, respectively. CONCLUSIONS: The easy-to-use nomogram achieved a good post-TACE prediction of PCR in HCC patients. Using the model, patients who would benefit most from TACE could be identified, and the subsequent appropriate procedures could be guided accordingly. AME Publishing Company 2021-07 /pmc/articles/PMC8350698/ /pubmed/34430571 http://dx.doi.org/10.21037/atm-21-1120 Text en 2021 Annals of Translational Medicine. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Original Article Lin, Jian Li, Xiaowei Shi, Xiaodong Zhang, Lei Liu, Hongzhi Liu, Jingfeng Wang, Kui Shen, Feng Nomogram for predicting pathologic complete response after transarterial chemoembolization in patients with hepatocellular carcinoma |
title | Nomogram for predicting pathologic complete response after transarterial chemoembolization in patients with hepatocellular carcinoma |
title_full | Nomogram for predicting pathologic complete response after transarterial chemoembolization in patients with hepatocellular carcinoma |
title_fullStr | Nomogram for predicting pathologic complete response after transarterial chemoembolization in patients with hepatocellular carcinoma |
title_full_unstemmed | Nomogram for predicting pathologic complete response after transarterial chemoembolization in patients with hepatocellular carcinoma |
title_short | Nomogram for predicting pathologic complete response after transarterial chemoembolization in patients with hepatocellular carcinoma |
title_sort | nomogram for predicting pathologic complete response after transarterial chemoembolization in patients with hepatocellular carcinoma |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8350698/ https://www.ncbi.nlm.nih.gov/pubmed/34430571 http://dx.doi.org/10.21037/atm-21-1120 |
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